Definition
The Landscape of Human Competence is a metaphor developed by Hans Moravec to visualize the progress of AI. It depicts various human abilities as a physical landscape (plains, foothills, and mountain peaks), where elevation represents the computational difficulty of automating the task.
Why It Matters
This mental model helps us predict which jobs are safe from AI. If we ignore the landscape, we over-invest in protecting cognitive roles that are easily automated while neglecting the ‘human-centric’ skills that will remain valuable for decades.
Core Concepts
- The Rising Sea Level: Advancing computer performance is represented as a rising sea that gradually floods the landscape.
- The Lowlands (Drowned first): Arithmetic, rote memorization, and record keeping. These were flooded half a century ago.
- The Foothills (Current flood zone): Theorem proving, chess playing, and complex data analysis.
- The Mountain Peaks (Dry ground): Locomotion, hand-eye coordination, and social interaction. These are the most difficult to automate due to Moravec’s Paradox.
- The Tipping Point: The “sea level” reaches the peak of AI design. Once machines can design better AI, the “flood” accelerates as machines improve machines.